{"total":13,"rows":[{"id":"2107.01495","title":"On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs","created":"2021-07-03","cited_by_count":49,"area":null},{"id":"2210.12089","title":"A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges","created":"2022-10-21","cited_by_count":30,"area":null},{"id":"2312.16560","title":"Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching","created":"2023-12-27","cited_by_count":24,"area":null},{"id":"2106.07451","title":"Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions","created":"2021-06-14","cited_by_count":21,"area":null},{"id":"2303.16004","title":"A Survey on Malware Detection with Graph Representation Learning","created":"2023-03-28","cited_by_count":11,"area":null},{"id":"2107.08396","title":"GraphGen-Redux: a Fast and Lightweight Recurrent Model for labeled Graph Generation","created":"2021-07-18","cited_by_count":10,"area":null},{"id":"2103.13446","title":"ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture","created":"2021-03-24","cited_by_count":9,"area":null},{"id":"2202.09363","title":"Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey","created":"2022-02-15","cited_by_count":8,"area":null},{"id":"2308.09087","title":"Modeling Edge Features with Deep Bayesian Graph Networks","created":"2023-08-17","cited_by_count":1,"area":null},{"id":"2102.08251","title":"Reinforced Contact Tracing and Epidemic Intervention","created":"2021-02-04","cited_by_count":0,"area":null},{"id":"2105.11346","title":"Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions","created":"2021-05-24","cited_by_count":0,"area":null},{"id":"2110.09039","title":"Capsule Graph Neural Networks with EM Routing","created":"2021-10-18","cited_by_count":0,"area":null},{"id":"2202.12348","title":"Bayesian Deep Learning for Graphs","created":"2022-02-24","cited_by_count":0,"area":null}],"next_cursor":null}